GALESBURG, Ill.—President Barack Obama, facing a likely escalation of sniping on spending and debt this fall, delivered a long and impassioned plea Wednesday for a change in the Washington economic debate, away from arguments over budgets to a focus on the long-term condition of the middle class and American competitiveness.

In the first of a series of about a half-dozen speeches that will lay out his blueprint for sustained economic...